Overview
Brought to you by YData
Dataset statistics
| Number of variables | 13 |
|---|---|
| Number of observations | 2126 |
| Missing cells | 146 |
| Missing cells (%) | 0.5% |
| Duplicate rows | 2 |
| Duplicate rows (%) | 0.1% |
| Total size in memory | 216.0 KiB |
| Average record size in memory | 104.1 B |
Variable types
| Numeric | 13 |
|---|
| Dataset has 2 (0.1%) duplicate rows | Duplicates |
ALTV is highly overall correlated with MSTV and 1 other fields | High correlation |
ASTV is highly overall correlated with MSTV | High correlation |
DL is highly overall correlated with MSTV and 1 other fields | High correlation |
MSTV is highly overall correlated with ALTV and 3 other fields | High correlation |
Width is highly overall correlated with ALTV and 2 other fields | High correlation |
AC has 833 (39.2%) zeros | Zeros |
FM has 1232 (57.9%) zeros | Zeros |
UC has 318 (15.0%) zeros | Zeros |
DL has 1166 (54.8%) zeros | Zeros |
DS has 1985 (93.4%) zeros | Zeros |
DP has 1821 (85.7%) zeros | Zeros |
ALTV has 1168 (54.9%) zeros | Zeros |
MLTV has 124 (5.8%) zeros | Zeros |
Tendency has 1037 (48.8%) zeros | Zeros |
Reproduction
| Analysis started | 2024-11-15 10:35:10.280588 |
|---|---|
| Analysis finished | 2024-11-15 10:35:57.402714 |
| Duration | 47.12 seconds |
| Software version | ydata-profiling vv4.12.0 |
| Download configuration | config.json |
Variables
AC
Real number (ℝ)
Zeros 
| Distinct | 1067 |
|---|---|
| Distinct (%) | 50.7% |
| Missing | 20 |
| Missing (%) | 0.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0032189782 |
| Minimum | -0.019283747 |
|---|---|
| Maximum | 0.038567494 |
| Zeros | 833 |
| Zeros (%) | 39.2% |
| Negative | 29 |
| Negative (%) | 1.4% |
| Memory size | 16.7 KiB |
Quantile statistics
| Minimum | -0.019283747 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.001633991 |
| Q3 | 0.005649718 |
| 95-th percentile | 0.011099585 |
| Maximum | 0.038567494 |
| Range | 0.057851241 |
| Interquartile range (IQR) | 0.005649718 |
Descriptive statistics
| Standard deviation | 0.0043907724 |
|---|---|
| Coefficient of variation (CV) | 1.3640267 |
| Kurtosis | 12.518909 |
| Mean | 0.0032189782 |
| Median Absolute Deviation (MAD) | 0.001633991 |
| Skewness | 2.0167875 |
| Sum | 6.7791682 |
| Variance | 1.9278882 × 10-5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 833 | |
| 0.000834028 | 13 | 0.6% |
| 0.005838198 | 9 | 0.4% |
| 0.00500417 | 9 | 0.4% |
| 0.002502085 | 9 | 0.4% |
| 0.003336113 | 7 | 0.3% |
| 0.004170142 | 7 | 0.3% |
| 0.007506255 | 7 | 0.3% |
| 0.001668057 | 7 | 0.3% |
| 0.008340284 | 6 | 0.3% |
| Other values (1057) | 1199 | |
| (Missing) | 20 | 0.9% |
| Value | Count | Frequency (%) |
| -0.019283747 | 4 | |
| -0.000184863 | 1 | < 0.1% |
| -0.000155735 | 1 | < 0.1% |
| -0.000122252 | 1 | < 0.1% |
| -0.000117563 | 1 | < 0.1% |
| -0.00011692 | 1 | < 0.1% |
| -0.000112305 | 1 | < 0.1% |
| -0.000108699 | 1 | < 0.1% |
| -0.00010001 | 1 | < 0.1% |
| -9.09 × 10-5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.038567494 | 6 | |
| 0.019283747 | 1 | < 0.1% |
| 0.017857143 | 1 | < 0.1% |
| 0.017667845 | 1 | < 0.1% |
| 0.017391304 | 1 | < 0.1% |
| 0.01734104 | 1 | < 0.1% |
| 0.017241379 | 1 | < 0.1% |
| 0.017073171 | 1 | < 0.1% |
| 0.016423358 | 1 | < 0.1% |
| 0.016 | 1 | < 0.1% |
FM
Real number (ℝ)
Zeros 
| Distinct | 776 |
|---|---|
| Distinct (%) | 36.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0098944842 |
| Minimum | -0.4806338 |
|---|---|
| Maximum | 0.96126761 |
| Zeros | 1232 |
| Zeros (%) | 57.9% |
| Negative | 54 |
| Negative (%) | 2.5% |
| Memory size | 16.7 KiB |
Quantile statistics
| Minimum | -0.4806338 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.0025665712 |
| 95-th percentile | 0.029394801 |
| Maximum | 0.96126761 |
| Range | 1.4419014 |
| Interquartile range (IQR) | 0.0025665712 |
Descriptive statistics
| Standard deviation | 0.06753968 |
|---|---|
| Coefficient of variation (CV) | 6.825993 |
| Kurtosis | 94.472257 |
| Mean | 0.0098944842 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.7530698 |
| Sum | 21.035673 |
| Variance | 0.0045616083 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1232 | |
| 0.000834028 | 10 | 0.5% |
| 0.001668057 | 9 | 0.4% |
| 0.003336113 | 9 | 0.4% |
| 0.005838198 | 7 | 0.3% |
| 0.002502085 | 6 | 0.3% |
| -0.480633803 | 6 | 0.3% |
| 0.00500417 | 5 | 0.2% |
| 0.001096491 | 5 | 0.2% |
| 0.961267606 | 4 | 0.2% |
| Other values (766) | 833 |
| Value | Count | Frequency (%) |
| -0.480633803 | 6 | |
| -0.005105536 | 1 | < 0.1% |
| -0.003434785 | 1 | < 0.1% |
| -0.002888621 | 1 | < 0.1% |
| -0.002467201 | 1 | < 0.1% |
| -0.002303558 | 1 | < 0.1% |
| -0.002075516 | 1 | < 0.1% |
| -0.001776124 | 1 | < 0.1% |
| -0.001686962 | 1 | < 0.1% |
| -0.00159252 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.961267606 | 4 | |
| 0.480633803 | 1 | < 0.1% |
| 0.477203647 | 1 | < 0.1% |
| 0.470391993 | 1 | < 0.1% |
| 0.469250211 | 1 | < 0.1% |
| 0.45532646 | 1 | < 0.1% |
| 0.450924609 | 1 | < 0.1% |
| 0.445667125 | 1 | < 0.1% |
| 0.442724458 | 1 | < 0.1% |
| 0.441400304 | 1 | < 0.1% |
UC
Real number (ℝ)
Zeros 
| Distinct | 1364 |
|---|---|
| Distinct (%) | 64.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0043906154 |
| Minimum | -0.014925373 |
|---|---|
| Maximum | 0.030001826 |
| Zeros | 318 |
| Zeros (%) | 15.0% |
| Negative | 13 |
| Negative (%) | 0.6% |
| Memory size | 16.7 KiB |
Quantile statistics
| Minimum | -0.014925373 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0018505908 |
| median | 0.004484305 |
| Q3 | 0.006535948 |
| 95-th percentile | 0.0092771558 |
| Maximum | 0.030001826 |
| Range | 0.044927199 |
| Interquartile range (IQR) | 0.0046853572 |
Descriptive statistics
| Standard deviation | 0.0033404622 |
|---|---|
| Coefficient of variation (CV) | 0.76081868 |
| Kurtosis | 10.127512 |
| Mean | 0.0043906154 |
| Median Absolute Deviation (MAD) | 0.002253418 |
| Skewness | 0.97423945 |
| Sum | 9.3344484 |
| Variance | 1.1158688 × 10-5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 318 | 15.0% |
| 0.000834028 | 24 | 1.1% |
| 0.001668057 | 15 | 0.7% |
| 0.002502085 | 12 | 0.6% |
| 0.004170142 | 10 | 0.5% |
| 0.003336113 | 8 | 0.4% |
| 0.00500417 | 7 | 0.3% |
| 0.005464481 | 6 | 0.3% |
| 0.006134969 | 6 | 0.3% |
| 0.005952381 | 6 | 0.3% |
| Other values (1354) | 1714 |
| Value | Count | Frequency (%) |
| -0.014925373 | 4 | |
| -0.000131558 | 1 | < 0.1% |
| -0.000100599 | 1 | < 0.1% |
| -9.35 × 10-5 | 1 | < 0.1% |
| -6.3 × 10-5 | 1 | < 0.1% |
| -4.2 × 10-5 | 1 | < 0.1% |
| -3.57 × 10-5 | 1 | < 0.1% |
| -3.12 × 10-5 | 1 | < 0.1% |
| -1.16 × 10-5 | 1 | < 0.1% |
| -2.19 × 10-6 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.03000182648 | 1 | < 0.1% |
| 0.029935908 | 1 | < 0.1% |
| 0.029850746 | 4 | |
| 0.014925373 | 1 | < 0.1% |
| 0.014373717 | 1 | < 0.1% |
| 0.013861386 | 1 | < 0.1% |
| 0.012987013 | 1 | < 0.1% |
| 0.012622721 | 1 | < 0.1% |
| 0.012072435 | 1 | < 0.1% |
| 0.012048193 | 1 | < 0.1% |
DL
Real number (ℝ)
High correlation  Zeros 
| Distinct | 822 |
|---|---|
| Distinct (%) | 38.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0018953448 |
| Minimum | -0.015393469 |
|---|---|
| Maximum | 0.03076923 |
| Zeros | 1166 |
| Zeros (%) | 54.8% |
| Negative | 36 |
| Negative (%) | 1.7% |
| Memory size | 16.7 KiB |
Quantile statistics
| Minimum | -0.015393469 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.003289474 |
| 95-th percentile | 0.0084122005 |
| Maximum | 0.03076923 |
| Range | 0.046162699 |
| Interquartile range (IQR) | 0.003289474 |
Descriptive statistics
| Standard deviation | 0.0033426823 |
|---|---|
| Coefficient of variation (CV) | 1.7636276 |
| Kurtosis | 12.857926 |
| Mean | 0.0018953448 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.0103895 |
| Sum | 4.029503 |
| Variance | 1.1173525 × 10-5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1166 | |
| 0.000834028 | 22 | 1.0% |
| 0.001668057 | 6 | 0.3% |
| 0.002502085 | 5 | 0.2% |
| -0.015384615 | 5 | 0.2% |
| 0.006666667 | 4 | 0.2% |
| 0.003336113 | 4 | 0.2% |
| 0.004282655 | 4 | 0.2% |
| 0.006849315 | 3 | 0.1% |
| 0.006578947 | 3 | 0.1% |
| Other values (812) | 904 |
| Value | Count | Frequency (%) |
| -0.015393469 | 1 | < 0.1% |
| -0.015384615 | 5 | |
| -0.00012386 | 1 | < 0.1% |
| -0.000110488 | 1 | < 0.1% |
| -8.01 × 10-5 | 1 | < 0.1% |
| -6.83 × 10-5 | 1 | < 0.1% |
| -6.67 × 10-5 | 1 | < 0.1% |
| -6.19 × 10-5 | 1 | < 0.1% |
| -6.08 × 10-5 | 1 | < 0.1% |
| -5.9 × 10-5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.03076923 | 3 | |
| 0.03062062 | 1 | < 0.1% |
| 0.015384615 | 1 | < 0.1% |
| 0.014742015 | 1 | < 0.1% |
| 0.014681892 | 1 | < 0.1% |
| 0.014373717 | 1 | < 0.1% |
| 0.014164306 | 1 | < 0.1% |
| 0.014150943 | 1 | < 0.1% |
| 0.013850416 | 1 | < 0.1% |
| 0.013623978 | 1 | < 0.1% |
DS
Real number (ℝ)
Zeros 
| Distinct | 114 |
|---|---|
| Distinct (%) | 5.4% |
| Missing | 21 |
| Missing (%) | 1.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.5089835 × 10-6 |
| Minimum | -0.00135318 |
|---|---|
| Maximum | 0.00270636 |
| Zeros | 1985 |
| Zeros (%) | 93.4% |
| Negative | 53 |
| Negative (%) | 2.5% |
| Memory size | 16.7 KiB |
Quantile statistics
| Minimum | -0.00135318 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0.00270636 |
| Range | 0.00405954 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.00014153547 |
|---|---|
| Coefficient of variation (CV) | 56.41148 |
| Kurtosis | 226.82336 |
| Mean | 2.5089835 × 10-6 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.4189843 |
| Sum | 0.0052814103 |
| Variance | 2.003229 × 10-8 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1985 | |
| -0.00135318 | 7 | 0.3% |
| 0.00270636 | 2 | 0.1% |
| 0.001078749 | 1 | < 0.1% |
| 1.428323737 × 10-6 | 1 | < 0.1% |
| 4.665624583 × 10-6 | 1 | < 0.1% |
| 1.243535074 × 10-6 | 1 | < 0.1% |
| 2.397299121 × 10-6 | 1 | < 0.1% |
| 2.514356834 × 10-6 | 1 | < 0.1% |
| 9.187369686 × 10-8 | 1 | < 0.1% |
| Other values (104) | 104 | 4.9% |
| (Missing) | 21 | 1.0% |
| Value | Count | Frequency (%) |
| -0.00135318 | 7 | |
| -6.65 × 10-6 | 1 | < 0.1% |
| -6.52 × 10-6 | 1 | < 0.1% |
| -5.37 × 10-6 | 1 | < 0.1% |
| -5.05 × 10-6 | 1 | < 0.1% |
| -4.21 × 10-6 | 1 | < 0.1% |
| -4.11 × 10-6 | 1 | < 0.1% |
| -4.01 × 10-6 | 1 | < 0.1% |
| -3.84 × 10-6 | 1 | < 0.1% |
| -3.27 × 10-6 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.00270636 | 2 | |
| 0.002703945 | 1 | |
| 0.00135318 | 1 | |
| 0.001177856 | 1 | |
| 0.001144165 | 1 | |
| 0.001078749 | 1 | |
| 0.000947867 | 1 | |
| 0.000890472 | 1 | |
| 6.323448228 × 10-6 | 1 | |
| 5.985853406 × 10-6 | 1 |
DP
Real number (ℝ)
Zeros 
| Distinct | 264 |
|---|---|
| Distinct (%) | 12.5% |
| Missing | 21 |
| Missing (%) | 1.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.00017515121 |
| Minimum | -0.005347594 |
|---|---|
| Maximum | 0.010695188 |
| Zeros | 1821 |
| Zeros (%) | 85.7% |
| Negative | 52 |
| Negative (%) | 2.4% |
| Memory size | 16.7 KiB |
Quantile statistics
| Minimum | -0.005347594 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.0015727194 |
| Maximum | 0.010695188 |
| Range | 0.016042782 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.00083977136 |
|---|---|
| Coefficient of variation (CV) | 4.7945507 |
| Kurtosis | 76.027875 |
| Mean | 0.00017515121 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.4224663 |
| Sum | 0.3686933 |
| Variance | 7.0521594 × 10-7 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1821 | |
| 0.010695188 | 6 | 0.3% |
| -0.005347594 | 4 | 0.2% |
| 0.000834028 | 3 | 0.1% |
| -1.5 × 10-5 | 2 | 0.1% |
| 0.001116071 | 2 | 0.1% |
| 0.001261034 | 2 | 0.1% |
| 0.001054852 | 2 | 0.1% |
| 0.000866551 | 2 | 0.1% |
| 0.001706485 | 2 | 0.1% |
| Other values (254) | 259 | 12.2% |
| (Missing) | 21 | 1.0% |
| Value | Count | Frequency (%) |
| -0.005347594 | 4 | |
| -4.48 × 10-5 | 1 | < 0.1% |
| -4.38 × 10-5 | 1 | < 0.1% |
| -3.43 × 10-5 | 1 | < 0.1% |
| -3.37 × 10-5 | 1 | < 0.1% |
| -2.97 × 10-5 | 1 | < 0.1% |
| -2.81 × 10-5 | 1 | < 0.1% |
| -2.59 × 10-5 | 1 | < 0.1% |
| -2.58 × 10-5 | 1 | < 0.1% |
| -2.44 × 10-5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.010695188 | 6 | |
| 0.005347594 | 1 | < 0.1% |
| 0.004559271 | 1 | < 0.1% |
| 0.004524887 | 1 | < 0.1% |
| 0.004322767 | 1 | < 0.1% |
| 0.004081633 | 1 | < 0.1% |
| 0.00390625 | 1 | < 0.1% |
| 0.003870968 | 1 | < 0.1% |
| 0.003773585 | 1 | < 0.1% |
| 0.003724395 | 1 | < 0.1% |
ASTV
Real number (ℝ)
High correlation 
| Distinct | 183 |
|---|---|
| Distinct (%) | 8.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.995984 |
| Minimum | -63 |
|---|---|
| Maximum | 162 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 5 |
| Negative (%) | 0.2% |
| Memory size | 16.7 KiB |
Quantile statistics
| Minimum | -63 |
|---|---|
| 5-th percentile | 21 |
| Q1 | 32 |
| median | 49 |
| Q3 | 61 |
| 95-th percentile | 75 |
| Maximum | 162 |
| Range | 225 |
| Interquartile range (IQR) | 29 |
Descriptive statistics
| Standard deviation | 18.813973 |
|---|---|
| Coefficient of variation (CV) | 0.4003315 |
| Kurtosis | 4.4036598 |
| Mean | 46.995984 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | 0.055871677 |
| Sum | 99913.462 |
| Variance | 353.96557 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 65 | 60 | 2.8% |
| 60 | 57 | 2.7% |
| 58 | 57 | 2.7% |
| 64 | 56 | 2.6% |
| 61 | 53 | 2.5% |
| 51 | 53 | 2.5% |
| 63 | 53 | 2.5% |
| 62 | 48 | 2.3% |
| 25 | 45 | 2.1% |
| 22 | 45 | 2.1% |
| Other values (173) | 1599 |
| Value | Count | Frequency (%) |
| -63 | 5 | |
| 11.79984559 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 13 | 7 | |
| 14 | 4 | 0.2% |
| 15 | 4 | 0.2% |
| 16 | 12 | |
| 17 | 12 | |
| 17.01339791 | 1 | < 0.1% |
| 18 | 9 |
| Value | Count | Frequency (%) |
| 162 | 5 | 0.2% |
| 87 | 1 | < 0.1% |
| 86 | 4 | 0.2% |
| 84 | 6 | 0.3% |
| 83 | 4 | 0.2% |
| 82 | 2 | 0.1% |
| 81 | 7 | |
| 80 | 7 | |
| 79 | 15 | |
| 78.04997553 | 1 | < 0.1% |
MSTV
Real number (ℝ)
High correlation 
| Distinct | 165 |
|---|---|
| Distinct (%) | 7.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.3643784 |
| Minimum | -6.6 |
|---|---|
| Maximum | 13.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 3 |
| Negative (%) | 0.1% |
| Memory size | 16.7 KiB |
Quantile statistics
| Minimum | -6.6 |
|---|---|
| 5-th percentile | 0.3 |
| Q1 | 0.7 |
| median | 1.2 |
| Q3 | 1.7 |
| 95-th percentile | 3 |
| Maximum | 13.8 |
| Range | 20.4 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.1736322 |
|---|---|
| Coefficient of variation (CV) | 0.86019554 |
| Kurtosis | 44.034343 |
| Mean | 1.3643784 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | 4.1425183 |
| Sum | 2900.6684 |
| Variance | 1.3774125 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5 | 116 | 5.5% |
| 0.8 | 116 | 5.5% |
| 1.3 | 114 | 5.4% |
| 0.4 | 114 | 5.4% |
| 0.7 | 112 | 5.3% |
| 0.6 | 108 | 5.1% |
| 0.9 | 104 | 4.9% |
| 1.2 | 98 | 4.6% |
| 1.5 | 95 | 4.5% |
| 1 | 94 | 4.4% |
| Other values (155) | 1055 |
| Value | Count | Frequency (%) |
| -6.6 | 3 | 0.1% |
| 0.2 | 45 | |
| 0.2505166493 | 1 | < 0.1% |
| 0.3 | 82 | |
| 0.305801033 | 1 | < 0.1% |
| 0.359472409 | 1 | < 0.1% |
| 0.3767356719 | 1 | < 0.1% |
| 0.3935482182 | 1 | < 0.1% |
| 0.397852112 | 1 | < 0.1% |
| 0.3983901134 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 13.8 | 7 | |
| 7 | 1 | < 0.1% |
| 6.9 | 1 | < 0.1% |
| 6.3 | 2 | 0.1% |
| 6 | 1 | < 0.1% |
| 5.9 | 1 | < 0.1% |
| 5.7 | 1 | < 0.1% |
| 5.4 | 2 | 0.1% |
| 5.3 | 1 | < 0.1% |
| 5.2 | 1 | < 0.1% |
ALTV
Real number (ℝ)
High correlation  Zeros 
| Distinct | 195 |
|---|---|
| Distinct (%) | 9.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.285964 |
| Minimum | -91 |
|---|---|
| Maximum | 182 |
| Zeros | 1168 |
| Zeros (%) | 54.9% |
| Negative | 37 |
| Negative (%) | 1.7% |
| Memory size | 16.7 KiB |
Quantile statistics
| Minimum | -91 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 11 |
| 95-th percentile | 58 |
| Maximum | 182 |
| Range | 273 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 21.205041 |
|---|---|
| Coefficient of variation (CV) | 2.0615512 |
| Kurtosis | 15.911891 |
| Mean | 10.285964 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.9811988 |
| Sum | 21867.96 |
| Variance | 449.65378 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1168 | |
| 1 | 48 | 2.3% |
| 2 | 44 | 2.1% |
| 5 | 39 | 1.8% |
| 4 | 38 | 1.8% |
| 3 | 34 | 1.6% |
| 8 | 33 | 1.6% |
| 6 | 30 | 1.4% |
| 12 | 29 | 1.4% |
| 10 | 22 | 1.0% |
| Other values (185) | 641 |
| Value | Count | Frequency (%) |
| -91 | 3 | |
| -1.043619084 | 1 | < 0.1% |
| -0.899870498 | 1 | < 0.1% |
| -0.899837444 | 1 | < 0.1% |
| -0.809727159 | 1 | < 0.1% |
| -0.702935751 | 1 | < 0.1% |
| -0.70072341 | 1 | < 0.1% |
| -0.690275646 | 1 | < 0.1% |
| -0.679148077 | 1 | < 0.1% |
| -0.580259763 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 182 | 6 | |
| 181.6050322 | 1 | < 0.1% |
| 91 | 4 | |
| 90 | 2 | 0.1% |
| 88 | 1 | < 0.1% |
| 86 | 1 | < 0.1% |
| 85 | 1 | < 0.1% |
| 84 | 6 | |
| 82 | 1 | < 0.1% |
| 81 | 2 | 0.1% |
MLTV
Real number (ℝ)
Zeros 
| Distinct | 351 |
|---|---|
| Distinct (%) | 16.7% |
| Missing | 21 |
| Missing (%) | 1.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.2848874 |
| Minimum | -50.7 |
|---|---|
| Maximum | 101.4 |
| Zeros | 124 |
| Zeros (%) | 5.8% |
| Negative | 11 |
| Negative (%) | 0.5% |
| Memory size | 16.7 KiB |
Quantile statistics
| Minimum | -50.7 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4.6 |
| median | 7.4 |
| Q3 | 10.9 |
| 95-th percentile | 18.61169 |
| Maximum | 101.4 |
| Range | 152.1 |
| Interquartile range (IQR) | 6.3 |
Descriptive statistics
| Standard deviation | 7.7728579 |
|---|---|
| Coefficient of variation (CV) | 0.93819717 |
| Kurtosis | 55.928804 |
| Mean | 8.2848874 |
| Median Absolute Deviation (MAD) | 3.1 |
| Skewness | 3.5414481 |
| Sum | 17439.688 |
| Variance | 60.417321 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 124 | 5.8% |
| 7.1 | 29 | 1.4% |
| 6.7 | 26 | 1.2% |
| 5.2 | 23 | 1.1% |
| 6.5 | 22 | 1.0% |
| 9.5 | 22 | 1.0% |
| 6.8 | 22 | 1.0% |
| 7.2 | 22 | 1.0% |
| 5.6 | 21 | 1.0% |
| 7.5 | 21 | 1.0% |
| Other values (341) | 1773 |
| Value | Count | Frequency (%) |
| -50.7 | 5 | 0.2% |
| -0.200787599 | 1 | < 0.1% |
| -0.191511204 | 1 | < 0.1% |
| -0.172074635 | 1 | < 0.1% |
| -0.148959362 | 1 | < 0.1% |
| -0.136052801 | 1 | < 0.1% |
| -0.024397388 | 1 | < 0.1% |
| 0 | 124 | |
| 0.1 | 3 | 0.1% |
| 0.1288300283 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 101.4 | 5 | |
| 50.7 | 1 | < 0.1% |
| 41.8 | 1 | < 0.1% |
| 40.8 | 1 | < 0.1% |
| 36.9 | 1 | < 0.1% |
| 35.7 | 1 | < 0.1% |
| 34.7 | 1 | < 0.1% |
| 33.5 | 1 | < 0.1% |
| 29.6 | 1 | < 0.1% |
| 29.5 | 1 | < 0.1% |
Width
Real number (ℝ)
High correlation 
| Distinct | 261 |
|---|---|
| Distinct (%) | 12.4% |
| Missing | 21 |
| Missing (%) | 1.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 70.42926 |
| Minimum | -174 |
|---|---|
| Maximum | 357 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 5 |
| Negative (%) | 0.2% |
| Memory size | 16.7 KiB |
Quantile statistics
| Minimum | -174 |
|---|---|
| 5-th percentile | 16 |
| Q1 | 37 |
| median | 67 |
| Q3 | 100 |
| 95-th percentile | 138 |
| Maximum | 357 |
| Range | 531 |
| Interquartile range (IQR) | 63 |
Descriptive statistics
| Standard deviation | 42.931822 |
|---|---|
| Coefficient of variation (CV) | 0.60957366 |
| Kurtosis | 5.6418167 |
| Mean | 70.42926 |
| Median Absolute Deviation (MAD) | 32 |
| Skewness | 0.49524642 |
| Sum | 148253.59 |
| Variance | 1843.1413 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 39 | 42 | 2.0% |
| 102 | 33 | 1.6% |
| 27 | 30 | 1.4% |
| 31 | 29 | 1.4% |
| 90 | 27 | 1.3% |
| 96 | 25 | 1.2% |
| 98 | 25 | 1.2% |
| 42 | 24 | 1.1% |
| 20 | 24 | 1.1% |
| 38 | 23 | 1.1% |
| Other values (251) | 1823 |
| Value | Count | Frequency (%) |
| -174 | 5 | |
| 3 | 2 | 0.1% |
| 5 | 2 | 0.1% |
| 6 | 1 | < 0.1% |
| 6.964561015 | 1 | < 0.1% |
| 7 | 3 | 0.1% |
| 8 | 9 | |
| 9 | 6 | |
| 10 | 9 | |
| 10.23422532 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 357 | 5 | |
| 180 | 1 | < 0.1% |
| 176.310998 | 1 | < 0.1% |
| 176.0207478 | 1 | < 0.1% |
| 176 | 4 | |
| 163 | 2 | 0.1% |
| 162 | 1 | < 0.1% |
| 161 | 5 | |
| 158.5742723 | 1 | < 0.1% |
| 158 | 1 | < 0.1% |
Tendency
Real number (ℝ)
Zeros 
| Distinct | 111 |
|---|---|
| Distinct (%) | 5.3% |
| Missing | 21 |
| Missing (%) | 1.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3163714 |
| Minimum | -3 |
|---|---|
| Maximum | 3 |
| Zeros | 1037 |
| Zeros (%) | 48.8% |
| Negative | 202 |
| Negative (%) | 9.5% |
| Memory size | 16.7 KiB |
Quantile statistics
| Minimum | -3 |
|---|---|
| 5-th percentile | -1 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 3 |
| Range | 6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.64562185 |
|---|---|
| Coefficient of variation (CV) | 2.0407086 |
| Kurtosis | 1.4259723 |
| Mean | 0.3163714 |
| Median Absolute Deviation (MAD) | 0.003937388 |
| Skewness | -0.49678858 |
| Sum | 665.96181 |
| Variance | 0.41682757 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1037 | |
| 1 | 804 | |
| -1 | 149 | 7.0% |
| -3 | 5 | 0.2% |
| 3 | 4 | 0.2% |
| 0.9999260144 | 1 | < 0.1% |
| -0.976424426 | 1 | < 0.1% |
| -0.00988919 | 1 | < 0.1% |
| 0.9889685013 | 1 | < 0.1% |
| -0.001281285 | 1 | < 0.1% |
| Other values (101) | 101 | 4.8% |
| (Missing) | 21 | 1.0% |
| Value | Count | Frequency (%) |
| -3 | 5 | |
| -2.996313744 | 1 | < 0.1% |
| -1.006614223 | 1 | < 0.1% |
| -1.006588731 | 1 | < 0.1% |
| -1.005940428 | 1 | < 0.1% |
| -1.005385046 | 1 | < 0.1% |
| -1.004148101 | 1 | < 0.1% |
| -1.003861156 | 1 | < 0.1% |
| -1.002239422 | 1 | < 0.1% |
| -1.002108482 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 3 | 4 | |
| 1.023634941 | 1 | < 0.1% |
| 1.021553856 | 1 | < 0.1% |
| 1.016483707 | 1 | < 0.1% |
| 1.016358595 | 1 | < 0.1% |
| 1.016007896 | 1 | < 0.1% |
| 1.007938625 | 1 | < 0.1% |
| 1.006071494 | 1 | < 0.1% |
| 1.005187563 | 1 | < 0.1% |
| 1.004427557 | 1 | < 0.1% |
NSP
Real number (ℝ)
| Distinct | 111 |
|---|---|
| Distinct (%) | 5.3% |
| Missing | 21 |
| Missing (%) | 1.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.3045072 |
| Minimum | -1.025988 |
|---|---|
| Maximum | 5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 6 |
| Negative (%) | 0.3% |
| Memory size | 16.7 KiB |
Quantile statistics
| Minimum | -1.025988 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 5 |
| Range | 6.025988 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.64461922 |
|---|---|
| Coefficient of variation (CV) | 0.4941477 |
| Kurtosis | 3.6820867 |
| Mean | 1.3045072 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.8109003 |
| Sum | 2745.9876 |
| Variance | 0.41553394 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 1546 | |
| 2 | 280 | 13.2% |
| 3 | 164 | 7.7% |
| -1 | 5 | 0.2% |
| 5 | 4 | 0.2% |
| 0.9781736817 | 1 | < 0.1% |
| 1.004800057 | 1 | < 0.1% |
| 0.9895254227 | 1 | < 0.1% |
| 1.009165409 | 1 | < 0.1% |
| 1.991338816 | 1 | < 0.1% |
| Other values (101) | 101 | 4.8% |
| (Missing) | 21 | 1.0% |
| Value | Count | Frequency (%) |
| -1.025988003 | 1 | < 0.1% |
| -1 | 5 | |
| 0.9670754981 | 1 | < 0.1% |
| 0.9694468894 | 1 | < 0.1% |
| 0.9723045764 | 1 | < 0.1% |
| 0.9754403771 | 1 | < 0.1% |
| 0.9781736817 | 1 | < 0.1% |
| 0.97927954 | 1 | < 0.1% |
| 0.9797379773 | 1 | < 0.1% |
| 0.9812263853 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 5 | 4 | 0.2% |
| 3.034545139 | 1 | < 0.1% |
| 3.020038497 | 1 | < 0.1% |
| 3.019151604 | 1 | < 0.1% |
| 3.015185034 | 1 | < 0.1% |
| 3.01105313 | 1 | < 0.1% |
| 3.007323774 | 1 | < 0.1% |
| 3.004535065 | 1 | < 0.1% |
| 3 | 164 | |
| 2.971309236 | 1 | < 0.1% |
Interactions
Correlations
| AC | ALTV | ASTV | DL | DP | DS | FM | MLTV | MSTV | NSP | Tendency | UC | Width | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AC | 1.000 | -0.458 | -0.334 | -0.017 | -0.095 | -0.009 | 0.042 | -0.102 | 0.310 | -0.415 | -0.024 | 0.123 | 0.336 |
| ALTV | -0.458 | 1.000 | 0.400 | -0.363 | -0.177 | -0.035 | -0.071 | -0.045 | -0.652 | 0.343 | 0.069 | -0.271 | -0.506 |
| ASTV | -0.334 | 0.400 | 1.000 | -0.149 | 0.042 | 0.019 | 0.253 | -0.333 | -0.510 | 0.463 | 0.002 | -0.209 | -0.271 |
| DL | -0.017 | -0.363 | -0.149 | 1.000 | 0.265 | 0.042 | 0.031 | -0.232 | 0.597 | -0.045 | 0.064 | 0.285 | 0.566 |
| DP | -0.095 | -0.177 | 0.042 | 0.265 | 1.000 | 0.050 | 0.091 | -0.210 | 0.221 | 0.241 | -0.162 | 0.100 | 0.217 |
| DS | -0.009 | -0.035 | 0.019 | 0.042 | 0.050 | 1.000 | -0.014 | -0.026 | 0.018 | 0.044 | -0.020 | 0.026 | 0.022 |
| FM | 0.042 | -0.071 | 0.253 | 0.031 | 0.091 | -0.014 | 1.000 | -0.110 | 0.056 | 0.106 | -0.001 | -0.305 | 0.174 |
| MLTV | -0.102 | -0.045 | -0.333 | -0.232 | -0.210 | -0.026 | -0.110 | 1.000 | -0.017 | -0.172 | 0.121 | -0.072 | 0.048 |
| MSTV | 0.310 | -0.652 | -0.510 | 0.597 | 0.221 | 0.018 | 0.056 | -0.017 | 1.000 | -0.270 | -0.042 | 0.320 | 0.699 |
| NSP | -0.415 | 0.343 | 0.463 | -0.045 | 0.241 | 0.044 | 0.106 | -0.172 | -0.270 | 1.000 | -0.062 | -0.236 | -0.135 |
| Tendency | -0.024 | 0.069 | 0.002 | 0.064 | -0.162 | -0.020 | -0.001 | 0.121 | -0.042 | -0.062 | 1.000 | -0.080 | 0.146 |
| UC | 0.123 | -0.271 | -0.209 | 0.285 | 0.100 | 0.026 | -0.305 | -0.072 | 0.320 | -0.236 | -0.080 | 1.000 | 0.133 |
| Width | 0.336 | -0.506 | -0.271 | 0.566 | 0.217 | 0.022 | 0.174 | 0.048 | 0.699 | -0.135 | 0.146 | 0.133 | 1.000 |
Missing values
Sample
| AC | FM | UC | DL | DS | DP | ASTV | MSTV | ALTV | MLTV | Width | Tendency | NSP | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.000000 | 0.0 | 0.000000 | 0.000000 | 0.0 | 0.000000 | 73.0 | 0.5 | 43.0 | 2.4 | 64.000000 | 0.999926 | 2.000000 |
| 1 | 0.006380 | 0.0 | 0.006380 | 0.003190 | 0.0 | 0.000000 | 17.0 | 2.1 | 0.0 | 10.4 | 130.000000 | 0.000000 | 1.000000 |
| 2 | 0.003322 | 0.0 | 0.008306 | 0.003322 | 0.0 | 0.000000 | 16.0 | 2.1 | 0.0 | 13.4 | 130.000000 | 0.000000 | 1.000000 |
| 3 | 0.002561 | 0.0 | 0.007742 | 0.002561 | 0.0 | 0.000000 | 16.0 | 2.4 | 0.0 | 23.0 | 117.000000 | 1.000000 | 1.000000 |
| 4 | 0.006515 | 0.0 | 0.008143 | 0.000000 | 0.0 | 0.000000 | 16.0 | 2.4 | 0.0 | 19.9 | 117.000000 | 1.000000 | 1.000000 |
| 5 | 0.001116 | 0.0 | 0.010493 | 0.009444 | 0.0 | 0.002099 | 26.0 | 5.9 | 0.0 | 0.0 | 150.000000 | 0.000000 | 3.000000 |
| 6 | 0.001403 | 0.0 | 0.012623 | 0.008415 | 0.0 | 0.002805 | 29.0 | 6.3 | 0.0 | 0.0 | 150.000000 | 0.000000 | -1.025988 |
| 7 | 0.000000 | 0.0 | 0.000000 | 0.000000 | 0.0 | 0.000000 | 83.0 | 0.5 | 6.0 | 15.6 | 69.920261 | 1.000000 | 3.000000 |
| 8 | 0.038567 | 0.0 | 0.001517 | 0.000000 | 0.0 | 0.000000 | 84.0 | 0.5 | 5.0 | 13.6 | 68.000000 | 1.000000 | 3.000000 |
| 9 | 0.000000 | 0.0 | 0.002967 | 0.000000 | 0.0 | 0.000000 | 86.0 | 0.3 | 6.0 | 10.6 | 68.000000 | 1.000000 | 3.000000 |
| AC | FM | UC | DL | DS | DP | ASTV | MSTV | ALTV | MLTV | Width | Tendency | NSP | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2116 | 0.003968 | 0.000000 | 0.003968 | 0.000000 | 0.0 | 0.0 | 80.0 | 0.2 | 36.000000 | 2.2 | 18.0 | 0.000000 | 1.000000 |
| 2117 | 0.000000 | 0.000000 | 0.007812 | 0.000000 | 0.0 | 0.0 | 79.0 | 0.3 | 20.000000 | 8.5 | 26.0 | 1.002932 | 1.000000 |
| 2118 | 0.000000 | 0.000000 | 0.006470 | 0.000898 | 0.0 | 0.0 | 79.0 | 0.5 | 26.428179 | 7.0 | 21.0 | 1.000000 | 1.000000 |
| 2119 | 0.000000 | 0.000000 | 0.006764 | 0.001127 | 0.0 | 0.0 | 79.0 | 0.6 | 27.000000 | 6.4 | 26.0 | 1.000000 | 1.000000 |
| 2120 | 0.000000 | 0.000000 | 0.004975 | 0.001244 | 0.0 | 0.0 | 77.0 | 0.7 | 17.000000 | 6.0 | 31.0 | 0.000000 | 1.000000 |
| 2121 | 0.000000 | 0.961268 | 0.007426 | 0.000000 | 0.0 | 0.0 | 79.0 | 0.2 | 25.000000 | 7.2 | 40.0 | 0.000000 | 2.000000 |
| 2122 | 0.000775 | 0.000000 | 0.006979 | 0.000000 | 0.0 | 0.0 | 78.0 | 0.4 | 22.000000 | 7.1 | 66.0 | 1.000000 | 2.000000 |
| 2123 | 0.000980 | 0.000000 | 0.006863 | 0.000000 | 0.0 | 0.0 | 79.0 | 0.4 | 20.000000 | 6.1 | 67.0 | 1.000000 | 1.990464 |
| 2124 | 0.000679 | 0.000000 | 0.006110 | 0.000000 | 0.0 | 0.0 | 78.0 | 0.4 | 27.000000 | 7.0 | 66.0 | 1.000000 | 2.000000 |
| 2125 | 0.001616 | -0.000188 | 0.008078 | 0.000000 | 0.0 | 0.0 | 74.0 | 0.4 | 35.857183 | 5.0 | 42.0 | 0.000000 | 1.000000 |
Duplicate rows
Most frequently occurring
| AC | FM | UC | DL | DS | DP | ASTV | MSTV | ALTV | MLTV | Width | Tendency | NSP | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.000000 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.0 | 19.0 | 1.9 | 0.0 | 15.1 | 39.0 | 0.0 | 1.0 | 2 |
| 1 | 0.004717 | 0.0 | 0.002358 | 0.0 | 0.0 | 0.0 | 40.0 | 0.9 | 0.0 | 10.6 | 35.0 | 0.0 | 1.0 | 2 |